AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 0.352021 4.18
2_DecisionTree Decision Tree logloss 0.220858 43.2
3_Default_Xgboost Xgboost logloss 0.178619 21.47
4_Default_NeuralNetwork Neural Network logloss 0.203019 21.62
5_Default_RandomForest Random Forest logloss 0.202325 20.53
the best Ensemble Ensemble logloss 0.177428 4.32

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation